This report describes all details of the homogeneity study for the radionuclides 226Ra, 228Ra, 234U and 238U in large batches (more than 700 bottles each) of four different, commercially available mineral waters. These samples are intended to be used in an intercomparison for European laboratories monitoring radioactivity in food and the environment.